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Misleading Signals in Joint Control Schemes for Location and Spread

PatrÃcia Ferreira Ramos

ISBN 10: 3659477559 / ISBN 13: 9783659477553
Editorial: LAP Lambert Academic Publishing
Nuevos Condición: New Encuadernación de tapa blanda
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Paperback. 140 pages. Dimensions: 8.7in. x 5.9in. x 0.3in.Walter A. Shewhart altered the course of industry on May 16, 1924, with a historic memorandum to his superiors at Bell Laboratories, namely George D. Edwards. In this memorandum Shewhart proposed the control chart, a tool used to track process performance over time and to detect changes in parameters which can indicate a deterioration in quality. Joint schemes for the process mean and variance are essential to satisfy Shewharts dictum that proper process control implies monitoring both location and dispersion. Misleading signals (MS) can occur while using these joint schemes, and correspond to valid signals that lead to a misinterpretation of a shift in the mean as a shift in the variance, or vice versa. This book assesses the impact of autocorrelation and shifts on the probability of a MS in joint schemes for the mean and variance of stationary processes, and also the impact of falsely assuming independent and identically distributed output. In the second part of the book, the concept of MS is extended to a multivariate normal setting. This book contributes to a greater awareness of a phenomenon often ignored by practitioners, the misleading signals. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. N° de ref. de la librería 9783659477553

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Detalles bibliográficos

Título: Misleading Signals in Joint Control Schemes ...

Editorial: LAP Lambert Academic Publishing

Encuadernación: Paperback

Condición del libro: New

Tipo de libro: Paperback

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Sinopsis:

Walter A. Shewhart altered the course of industry on May 16, 1924, with a historic memorandum to his superiors at Bell Laboratories, namely George D. Edwards. In this memorandum Shewhart proposed the control chart, a tool used to track process performance over time and to detect changes in parameters which can indicate a deterioration in quality. Joint schemes for the process mean and variance are essential to satisfy Shewhart's dictum that proper process control implies monitoring both location and dispersion. Misleading signals (MS) can occur while using these joint schemes, and correspond to valid signals that lead to a misinterpretation of a shift in the mean as a shift in the variance, or vice versa. This book assesses the impact of autocorrelation and shifts on the probability of a MS in joint schemes for the mean and variance of stationary processes, and also the impact of falsely assuming independent and identically distributed output. In the second part of the book, the concept of MS is extended to a multivariate normal setting. This book contributes to a greater awareness of a phenomenon often ignored by practitioners, the misleading signals.

About the Author:

Patrícia Ferreira Ramos was born in Lisbon, Portugal. She got her Ph.D. in Statistics and Stochastic Processes at Instituto Superior Técnico, Technical University of Lisbon. Currently she is an Assistant Professor at Universidade Autónoma de Lisboa. Her scientific interests are in the area of Statistical Process Control and Stochastic Ordering.

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